Stochastic belief propagation: Low-complexity message-passing with guarantees.
Nima NoorshamsMartin J. WainwrightPublished in: Allerton (2011)
Keyphrases
- low complexity
- message passing
- belief propagation
- sum product
- graphical models
- markov random field
- stereo matching
- graph cuts
- approximate inference
- probabilistic inference
- motion estimation
- fixed point
- loopy belief propagation
- markov networks
- inference in graphical models
- pairwise
- free energy
- energy minimization
- factor graphs
- computational complexity
- energy function
- max product
- distributed systems
- probabilistic model
- belief networks
- junction tree
- ldpc codes
- preprocessing
- distributed video coding